Wasserstein Filtering: A Sample Selection Method for Robust Distribution Learning

Yikai Xu, Zhao Chen, Jian Huang

Given a dataset where a portion of the samples are contaminated, our goal is to recover the underlying clean population distribution. To this end, we propose Wasserstein Filtering…